OpenCodePapers

speech-emotion-recognition-on-iemocap

Speech Emotion Recognition

Results over time

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Leaderboard

Paper	Code	UA CV	WA CV	UA	WA	F1	ModelName	ReleaseDate
Speech Emotion Recognition with Multi-Task Learning	✓ Link	0.7815				-	SER with MTL	2021-09-06
emoDARTS: Joint Optimisation of CNN & Sequential Neural Network Architectures for Superior Speech Emotion Recognition	✓ Link	0.7655	0.7803				emoDARTS	2024-03-21
Speaker Normalization for Self-supervised Speech Emotion Recognition			0.742		0.810		TAP	2022-02-02
A Fine-tuned Wav2vec 2.0/HuBERT Benchmark For Speech Emotion Recognition, Speaker Verification and Spoken Language Understanding			0.730		0.796		Partially Fine-tuned HuBERT Large	2021-11-04
Empirical Interpretation of Speech Emotion Perception with Attention Based Model for Speech Emotion Recognition				0.740	0.805	-	SYSCOMB: BLSTMATT with CSA (session5)	2020-10-28
Enhancing Speech Emotion Recognition Through Differentiable Architecture Search	✓ Link			0.696			CNN - DARTS	2023-05-23
CNN+LSTM Architecture for Speech Emotion Recognition with Data Augmentation				0.650			CNN+LSTM	2018-02-15
Speech Emotion Recognition Using Speech Feature and Word Embedding	✓ Link			-	0.755	-	LSTM+FC	2019-11-18